{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "2099fcff-a086-41ac-8af1-76cd31df6720",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-11-28T11:09:50.545932Z",
     "iopub.status.busy": "2023-11-28T11:09:50.545689Z",
     "iopub.status.idle": "2023-11-28T11:09:51.020020Z",
     "shell.execute_reply": "2023-11-28T11:09:51.018390Z",
     "shell.execute_reply.started": "2023-11-28T11:09:50.545903Z"
    }
   },
   "outputs": [],
   "source": [
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "709a97ed-dc57-4ab7-be3e-da44d184a701",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-11-28T11:09:51.021986Z",
     "iopub.status.busy": "2023-11-28T11:09:51.021662Z",
     "iopub.status.idle": "2023-11-28T11:40:51.976253Z",
     "shell.execute_reply": "2023-11-28T11:40:51.975272Z",
     "shell.execute_reply.started": "2023-11-28T11:09:51.021962Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "loss 0.076, train acc 0.975, test acc 0.557\n",
      "625.0 examples/sec on cuda:3\n"
     ]
    }
   ],
   "source": [
    "%run main.py --num_epochs 20 --batch_size 128"
   ]
  }
 ],
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   "display_name": "Python 3 (ipykernel)",
   "language": "python",
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